STRIDE LAB
Smart Technologies for Robust Intelligence & Decision EngineeringCausal Neuro-Symbolic AI
Trustworthy and Responsible AI
Human-in-the-Loop Learning
Domain Applications
G = do(smoke_exposure = 0)
PUBLICATIONS
ManufacturingCausal AI
CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing
arXiv preprint
DissertationCausal AI
Causal Neuro-Symbolic Artificial Intelligence: Synergy Between Neuro-Symbolic and Causal AI
University of South Carolina
Industrial AIMulti-Agent
Multiagent CoPilot in Industrial AI Applications
Conference Paper
Knowledge GraphsCausal AI
HyperCausalLP: Causal Link Prediction using Hyper-Relational Knowledge Graph
arXiv preprint
Causal AILink Prediction
Influence of Backdoor Paths on Causal Link Prediction
arXiv preprint
Knowledge GraphsCausal AI
CausalLP: Learning Causal Relations with Weighted Knowledge Graph Link Prediction
arXiv preprint
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JOIN US
We're always looking for motivated PhD, MS, and undergraduate students passionate about causal AI, neuro-symbolic reasoning, and trustworthy machine learning. If you're interested in joining STRIDE Lab, reach out to discuss opportunities.
jaimini@umich.edu